The document discusses reliability of visualization tools based on a human factors study of a pediatric intensive care data integration platform. The key finding was that clinicians placed low reliability on data representations as they did not know how they were established or derived. Usability issues observed could lead to improvements in design of data integration software. Cognitive overload is also discussed as an issue with bioinformatics tools and electronic medical records due to complex data visualization and multiple visual cues that can divide user attention and increase errors. Human factors play a role in designing effective visualization tools that minimize cognitive load.